Jifang Xing, Ruixi Zhang, Remmy A. M. Zen, D. M. S. Arsa, Ismail Khalil, S. Bressan
{"title":"Building Extraction from Google Earth Images","authors":"Jifang Xing, Ruixi Zhang, Remmy A. M. Zen, D. M. S. Arsa, Ismail Khalil, S. Bressan","doi":"10.1145/3366030.3368456","DOIUrl":null,"url":null,"abstract":"Building extraction is a component of many environmental modelling and data analysis applications. It is however data and knowledge intensive. We investigate the use of publicly available data from Google Earth and OpenStreetMap and of neural networks for this task. We evaluate different candidate algorithms for the case of building extraction on the island of Bali.","PeriodicalId":446280,"journal":{"name":"Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services","volume":"112 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3366030.3368456","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6
Abstract
Building extraction is a component of many environmental modelling and data analysis applications. It is however data and knowledge intensive. We investigate the use of publicly available data from Google Earth and OpenStreetMap and of neural networks for this task. We evaluate different candidate algorithms for the case of building extraction on the island of Bali.
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